Best ComfyUI Upscale Workflow! (Easy ComfyUI Tutorial)

Aris
8 Mar 202406:36

TLDRThis video tutorial delves into the intricacies of upscaling images using ComfyUI, guiding viewers through various enhancement methods. The creator introduces the standard upscaler, explores model-based upscaling, and shares personal workflow tips. They discuss different upscalers like LDSR and Iterative Upscale, and highlight the Ultimate SD Upscaler for achieving the best results. The video also offers advice on downloading and using models, and concludes with a detailed comparison of the upscaling methods.

Takeaways

  • 📚 ComfyUI is a tool for upscaling images, which can enhance their quality and resolution.
  • 🔍 The standard upscaler in ComfyUI can be used by connecting an 'Upscale Image By' node to a 'Preview Image' node.
  • 🔧 Upscaling settings include a scaling factor to determine the new image size, and a method that affects the upscaling process.
  • 🌟 Using models for upscaling can significantly improve image quality; these models need to be downloaded separately.
  • 🖥️ The Manager, CivitAI, and OpenModelDB are sources for downloading upscaling models.
  • 📂 Downloaded models should be placed in the specified ComfyUI folder for proper functionality.
  • 🎨 The LDSR upscaler is a newer addition to ComfyUI that can provide clearer images with adjustable steps.
  • 🔄 Iterative Upscale is another method that may yield better results on certain images, despite requiring more resources.
  • 🏆 The Ultimate SD Upscale node is recommended for achieving the best results, especially for images of people.
  • 🚀 The presenter's personal workflow involves separating image generation from upscaling to optimize resource usage.
  • 📈 The presenter suggests generating multiple images first, then selecting the best ones for upscaling to save time and resources.

Q & A

  • What is the main topic of the video?

    -The main topic of the video is upscaling in ComfyUI, including various methods to enhance images and the presenter's personal workflow.

  • What is the first step in upscaling an image in ComfyUI?

    -The first step is to create an 'Upscale Image By' node and connect it to a 'Preview Image' node to compare the original and upscaled versions.

  • How does the scaling factor determine the new size of the image?

    -The scaling factor is the multiplier that defines how much larger the image will be after upscaling.

  • Why is it recommended to keep the seed fixed during upscaling?

    -Keeping the seed fixed ensures consistency and prevents the generation of different images each time the process is run.

  • What are the three ways to find and download upscale models according to the video?

    -The three ways are: downloading directly from the Manager, using CivitAI to filter and compare models, and reviewing models on OpenModelDB.

  • What is the path to the folder where upscale models should be downloaded?

    -The path is located within the ComfyUI folder, but it may vary slightly depending on the installation method without Pinokio.

  • How does the LDSR upscaler differ from the standard upscaler?

    -The LDSR upscaler is a newer node that can produce more detailed and clearer images, but it requires more resources and can take longer to upscale.

  • What is the recommended setting for the 'Iterative Upscale' node?

    -The recommended setting for the 'Iterative Upscale' node is to set the steps to 2 or 3 for a balance between detail and processing time.

  • Why does the presenter prefer the Ultimate SD Upscale node?

    -The presenter prefers the Ultimate SD Upscale node because it achieves the best results, particularly for images of people.

  • How does the presenter suggest optimizing the upscaling workflow?

    -The presenter suggests generating 10 to 20 images first, then selecting the best ones for upscaling to save time and resources.

  • Where can viewers find the presenter's workflow and ComfyUI document?

    -The presenter's workflow and ComfyUI document can be found on Discord and Patreon.

Outlines

00:00

🖼️ Introduction to Upscaling in ComfyUI

The video begins with an introduction to upscaling in ComfyUI, where the creator promises to guide viewers through various methods to enhance images, introduce their favorite upscaler, and share their personal workflow. The creator suggests watching a previous video for better understanding and proceeds to demonstrate the standard upscaler by connecting an 'Upscale Image By' node to a 'Preview Image' node. The process of upscaling an image by a factor of 2 is explained, emphasizing the importance of the method setting and its impact on the upscaling process. The video also touches on the importance of keeping the seed fixed for consistency and shows the results of upscaling in a browser.

05:00

🔍 Exploring Advanced Upscaling Techniques

The video continues with an exploration of advanced upscaling techniques using models. The creator sets up an 'Upscale Image (By Model)' node and guides viewers on how to find, download, and install upscale models from the Manager, CivitAI, and OpenModelDB. The process of loading these models in ComfyUI is detailed, and the creator shares their folder path for downloading models. The video then moves on to discuss the LDSR upscaler, its settings, and its resource-intensive nature. The creator also mentions the 'Iterative Upscale' method, its settings, and its effectiveness on different types of images. The video concludes with a comparison of images upscaled using various methods and a closer look at the creator's upscaling workflow, which is separated to optimize resource usage. The creator encourages viewers to test different upscalers on their images and shares additional resources on Discord and Patreon.

Mindmap

Keywords

💡Upscaling

Upscaling refers to the process of increasing the resolution of an image or video. In the context of the video, it is the primary focus, where the presenter guides viewers through various methods to enhance the quality of their images by increasing their size while maintaining or improving clarity. The term is used to describe the core activity within ComfyUI, a software that facilitates this process.

💡ComfyUI

ComfyUI is a user interface or software platform discussed in the video that allows users to upscale images using different methods and models. It is designed with nodes that can be connected to perform specific tasks, such as upscaling and previewing images. The software seems to be resource-intensive but offers a range of tools to enhance image quality.

💡Upscale Image By node

The 'Upscale Image By' node is a specific function within the ComfyUI software that is used to increase the size of an image. This node is connected to other nodes, such as the 'Preview Image' node, to compare the original and upscaled versions. The node allows users to adjust the scaling factor, which determines the new size of the image.

💡Upscale Model

An 'Upscale Model' refers to a specific set of algorithms or filters used within ComfyUI to enhance the quality of upscaling. These models are designed to improve the resolution of images without losing detail or clarity. They require separate downloading and can be used with the 'Upscale Image (By Model)' node.

💡LDSR Upscaler

The LDSR (Deep Learning Super Resolution) upscaler is a node in ComfyUI that is relatively new and offers improved upscaling capabilities. It is noted for making images clearer and more detailed, although it may require more resources and its effectiveness can vary depending on the image.

💡Iterative Upscale

The 'Iterative Upscale' is a method or node within ComfyUI that is used to enhance images by increasing their resolution through a series of steps or iterations. It is mentioned that this method may yield better results on some images and requires the 'Iterative Upscale Image' node connected to 'Pixel KSampler Upscale' and the VAE of the model.

💡Ultimate SD Upscale

The 'Ultimate SD Upscale' is a specific upscale method or node in ComfyUI that the presenter prefers for achieving the best results. It is used for upscaling images and is set up with similar settings to the 'KSampler', with denoise at 0.1 and steps at 50. The presenter finds this method particularly effective for images of people and landscapes.

💡Workflow

In the context of the video, a 'workflow' refers to the sequence of steps or processes used to achieve a specific goal, such as upscaling images. The presenter shares their personal workflow for image generation and upscaling, emphasizing the separation of these two processes due to the resource-intensive nature of upscaling.

💡Nodes

In the context of ComfyUI, 'nodes' are the building blocks or components of the software that perform specific tasks when connected in a workflow. They are used to create a chain of actions, such as upscaling images, and can be customized to achieve different results.

💡Resource-intensive

The term 'resource-intensive' describes tasks or processes that require a significant amount of computing resources, such as processing power or memory. In the video, upscaling images with certain nodes in ComfyUI is described as resource-intensive, indicating that it can be demanding on the user's computer.

Highlights

Introduction to upscaling in ComfyUI with a comprehensive guide.

Explanation of the standard upscaler and its connection to a 'Preview Image' node.

Adjustment of settings to upscale images by a factor of 2 and the importance of the method setting.

The recommendation to keep the seed fixed for consistent image generation.

Transition to using models for enhanced image upscaling quality.

Guidance on finding and downloading upscaling models from the Manager, CivitAI, and OpenModelDB.

Instructions on where to save downloaded upscaler models and loading them in ComfyUI.

Introduction and usage of the LDSR upscaler for improved image clarity.

Discussion on the resource-intensive nature of the LDSR upscaler and its effect on upscaling time.

Exploration of the 'Iterative Upscale' method and its separate download requirement.

Recommendation to test different upscalers on various images to form personal preferences.

Exclusive use of the Ultimate SD Upscale node for achieving the best results.

Detailed workflow for image generation and upscaling, including resource optimization tips.

Comparison of upscaled images side by side to appreciate differences in quality and detail.

Observation that different upscalers perform better on certain types of images, such as people or landscapes.

Sharing of the presenter's workflow and ComfyUI document on Discord and Patreon for further learning.